2111 search results - page 64 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
112
Voted
COMPSAC
2002
IEEE
15 years 7 months ago
2002
IEEE
The problem of testing from an extended finite state machine (EFSM) is complicated by the presence of infeasible paths. This paper considers the problem of expanding an EFSM in o...
125
Voted
TR
2010
14 years 9 months ago
2010
Abstract--In the past ten years, the software aging phenomenon has been systematically researched, and recognized by both academic, and industry communities as an important obstacl...
132
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PLDI
2003
ACM
15 years 7 months ago
2003
ACM
Compiler writers have crafted many heuristics over the years to approximately solve NP-hard problems efficiently. Finding a heuristic that performs well on a broad range of applic...
113
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JMLR
2010
14 years 9 months ago
2010
A computationally efficient approach to local learning with kernel methods is presented. The Fast Local Kernel Support Vector Machine (FaLK-SVM) trains a set of local SVMs on redu...
144
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ML
2000
ACM
15 years 2 months ago
2000
ACM
A new class of evolutionary computation processes is presented, called Learnable Evolution Model or LEM. In contrast to Darwinian-type evolution that relies on mutation, recombinat...